heartdiseasepredictions / Predict Disease.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<link rel="icon" type = "image/x-icon" href="logo.png">
<title>Heart Disease Risk Predictor</title>
<style>
body {
font-family: Arial, sans-serif;
background-color: #f5f5f5;
}
.container {
width: 400px;
margin: 50px auto;
padding: 20px;
background-color: #fff;
border-radius: 8px;
box-shadow: 0px 0px 10px rgba(0, 0, 0, 0.1);
}
h2 {
text-align: center;
color: #007bff;
}
input[type="number"] {
width: 100%;
padding: 10px;
margin-bottom: 15px;
border: 1px solid #ccc;
border-radius: 4px;
box-sizing: border-box;
}
button {
width: 100%;
padding: 12px;
background-color: #007bff;
color: #fff;
border: none;
border-radius: 4px;
cursor: pointer;
}
#result {
margin-top: 20px;
padding: 10px;
border: 1px solid #ccc;
border-radius: 4px;
background-color: #f9f9f9;
}
</style>
</head>
<body>
<div class="container">
<h2>Heart Disease Risk Predictor</h2>
<input type="number" id="age" placeholder="Age">
<input type="number" id="education" placeholder="Education Level">
<input type="number" id="Gender" placeholder="Gender">
<input type="number" id="issmoking" placeholder="Smoking">
<input type="number" id="cigsPerDay" placeholder="Cigarettes Per Day">
<input type="number" id="BPMeds" placeholder="Blood Pressure Medications">
<input type="number" id="prevalentStroke" placeholder="Prevalent Stroke">
<input type="number" id="prevalentHyp" placeholder="Prevalent Hypertension">
<input type="number" id="diabetes" placeholder="Diabetes">
<input type="number" id="totChol" placeholder="Total Cholesterol">
<input type="number" id="sysBP" placeholder="Systolic Blood Pressure">
<input type="number" id="diaBP" placeholder="Diastolic Blood Pressure">
<input type="number" id="BMI" placeholder="Body Mass Index">
<input type="number" id="heartRate" placeholder="Heart Rate">
<input type="number" id="glucose" placeholder="Glucose">
<button onclick="predictRisk()">Predict Risk</button>
<div id="result"></div>
</div>
<script>
function predictRisk() {
// Collect input values
var age = parseFloat(document.getElementById('age').value);
var education = parseFloat(document.getElementById('education').value);
var Gender = parseFloat(document.getElementById('Gender').value);
var issmoking = parseFloat(document.getElementById('issmoking').value);
var cigsPerDay = parseFloat(document.getElementById('cigsPerDay').value);
var BPMeds = parseFloat(document.getElementById('BPMeds').value);
var prevalentStroke = parseFloat(document.getElementById('prevalentStroke').value);
var prevalentHyp = parseFloat(document.getElementById('prevalentHyp').value);
var diabetes = parseFloat(document.getElementById('diabetes').value);
var totChol = parseFloat(document.getElementById('totChol').value);
var sysBP = parseFloat(document.getElementById('sysBP').value);
var diaBP = parseFloat(document.getElementById('diaBP').value);
var BMI = parseFloat(document.getElementById('BMI').value);
var heartRate = parseFloat(document.getElementById('heartRate').value);
var glucose = parseFloat(document.getElementById('glucose').value);
// Make API call to your ML model and get the prediction
// For demonstration purposes, let's assume the prediction is 0 or 1
var prediction = Math.round(Math.random());
// Display the prediction result
var resultElement = document.getElementById('result');
if (prediction === 1) {
resultElement.innerHTML = '<strong>Result:</strong> High risk of heart disease';
resultElement.style.color = '#ff0000'; // Red color for high risk
} else {
resultElement.innerHTML = '<strong>Result:</strong> Low risk of heart disease';
resultElement.style.color = '#008000'; // Green color for low risk
}
}
</script>
</body>
</html>